CN109407601B - Intelligent laboratory monitoring alarm system based on data analysis - Google Patents
Intelligent laboratory monitoring alarm system based on data analysis Download PDFInfo
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- CN109407601B CN109407601B CN201811270316.7A CN201811270316A CN109407601B CN 109407601 B CN109407601 B CN 109407601B CN 201811270316 A CN201811270316 A CN 201811270316A CN 109407601 B CN109407601 B CN 109407601B
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- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
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Abstract
The invention discloses an intelligent laboratory monitoring alarm system based on data analysis, which comprises: the identity recognition cabinet comprises a cabinet body and an identity recognition system arranged in the cabinet body; image capture pattern analysis monitoring system, comprising: a second processor; the real-time camera module is used for shooting the behaviors of the personnel in the laboratory; the behavior data storage module is used for storing behavior data information of an individual in a laboratory; the individual graph capturing module is used for capturing the behavior characteristics of individuals and generating individual behavior data to be transmitted to the behavior data storage module while shooting images; and the individual graph behavior analysis module is used for comparing and analyzing the past behavior data information with the current stored information to determine whether the experimental behavior of the personnel is abnormal or not. According to the invention, by comparing the time of entering and exiting the laboratory and the characteristics of the articles and monitoring the abnormal operation of the laboratory personnel, the loss and the major operation errors of the experimental articles are avoided, and the laboratory personnel and the articles are well monitored and protected.
Description
Technical Field
The invention relates to the technical field of laboratory monitoring, in particular to an intelligent laboratory monitoring alarm system based on data analysis.
Background
The laboratory is the place of carrying out the experiment, plays very important effect to scientific and technological development. In a laboratory, a large amount of drugs and instruments used for experiments need to be stored, most of the stored drugs need to be controlled within a strict temperature value or temperature range, and the instruments have many cautions in use. And in laboratories may occur such as: if the problems occur, laboratory managers cannot insist on the laboratory for 24 hours, and due to uncertain factors, environmental facility equipment with temperature, humidity, gas concentration and other parameter requirements in the laboratory is unexpected, so that the possibility of generating serious economic loss and safety accidents exists constantly, and the laboratory monitoring alarm system is very important for safety prevention.
Disclosure of Invention
An object of the present invention is to solve at least the above problems and to provide at least the advantages described later.
It is still another object of the present invention to provide an intelligent laboratory monitoring alarm system based on data analysis, which avoids the loss of experimental articles and the major errors of experimental operations by comparing the time of entering and exiting the laboratory, the characteristics of the carried articles and monitoring the abnormal operations of the experimenters in the laboratory, and plays a good role in monitoring and protecting the personnel and articles in the laboratory.
The invention also aims to provide an intelligent laboratory monitoring alarm system based on data analysis, which prevents other experimenters from changing the experiment set temperature due to the experiment requirements to cause the experiment failure and ensures the experiment progress.
To achieve these objects and other advantages in accordance with the purpose of the invention, there is provided an intelligent laboratory monitoring alarm system based on data analysis, comprising:
the identity recognition cabinet comprises a cabinet body and an identity recognition system arranged in the cabinet body.
The cabinet body comprises a frame body and a rotating assembly arranged in the frame body, a first door plate matched with a laboratory entrance is arranged at a position, close to the laboratory entrance, of the frame body, and a second door plate is arranged on one surface, opposite to the first door plate, of the frame body; baffles are arranged on the two sides and the top end of the frame body; the rotating assembly comprises a turntable and armrests, the turntable is arranged in the middle of the rack body, the armrests are symmetrically arranged at the top end of the rack body corresponding to the turntable, and the distance between the armrests is 50-75 centimeters. And
the identity recognition system is arranged in the cabinet body and used for recognizing identity characteristic information of personnel, and the identity recognition system comprises a first processor for controlling the opening and closing of the first door panel. The figure analysis monitored control system that makes a video recording, it sets up in the laboratory, figure analysis monitored control system that makes a video recording includes:
a second processor connected to the first processor.
And the real-time camera module is connected to the second processor and is used for shooting the behavior of the personnel in the laboratory in real time.
A behavioral data storage module coupled to the second processor, the behavioral data storage module to store behavioral data information of an individual within the laboratory.
The individual graph grabbing module is connected to the real-time camera module and is used for grabbing the behavior characteristics of each person while the real-time camera module shoots images and generating individual behavior data to be transmitted to the behavior data storage module.
The individual graph behavior analysis module is connected to the behavior data storage module and the second processor, and is used for comparing and analyzing the past data information stored in the behavior data storage module with the currently stored data information to determine whether the behavior of the personnel in the laboratory is abnormal or not, and if the comparison and analysis result shows that the behavior is abnormal, sending information to the second processor; and if the comparative analysis result shows that the result is normal, continuing the comparative analysis.
Preferably, the handrail comprises a telescopic rod and a holding rod, the telescopic rod comprises a first supporting rod and a second supporting rod, the first supporting rod is of a hollow structure, the first end of the second supporting rod is arranged in the first supporting rod and is positioned below the first supporting rod, the first supporting rod is provided with positioning holes positioned on the same straight line, branch supporting rods are symmetrically arranged on two sides of the first end of the first supporting rod, and under the action of no pressure, the straight line distance between one end of each branch supporting rod, far away from the second supporting rod, and the axis of the branch supporting rod is 2-3 cm greater than the radius of the first supporting rod; the grip bar is rotatably connected to the second end of the second strut.
Preferably, the identification system of the identity comprises:
the magnetic card induction module is arranged at the outer side of the laboratory entrance; the magnetic card induction module comprises:
an access information recording module connected to the first processor; the access information recording module is used for storing access information of each person who accesses the laboratory.
A magnetic card identification module connected to the access information recording module, the magnetic card identification module being used for identifying information in a magnetic card of the person, recording identified time information and transmitting the time information to the access information recording module, the access information recording module being connected to the magnetic card identification module, the access information recording module being connected to the access information recording module, the access information
And identity information matched with the personnel is stored in the magnetic card.
And the first processor receives the information sent by the magnetic card identification module so as to control the opening of the first door panel.
Preferably, the identification system of the identity further comprises:
the fingerprint identification module is arranged on the armrest and used for identifying the fingerprint of the person so as to determine the identity of the person and sending identity confirmation information to the first processor.
The article characteristic identification module is used for acquiring the shape, the quantity and the weight of articles except the body of the person when the person enters and exits the laboratory, generating personal entrance and exit registration data information and transmitting the personal entrance and exit registration data information to the entrance and exit information recording module; meanwhile, the data information collected in the process of access is compared, and when the comparison result is inconsistent, sound and light alarm is started.
Preferably, still include medicine temperature management and control system, it includes:
a third processor connected to a display screen, the display screen being disposed at a laboratory administrator.
And the medicine temperature monitoring module is used for monitoring the temperature of the medicine in the laboratory, and generating a fluctuation data report of the position where the medicine is stored, the set temperature and the fluctuation temperature value when the medicine temperature fluctuates and sending the fluctuation data report to the third processor.
And the medicine monitoring and alarming module is connected to the third processor and is used for starting sound and light alarm when the third processor receives the fluctuation data report.
Preferably, the image capture pattern analysis monitoring system further includes:
and the monitoring and early warning module is connected to the second processor, and the monitoring and early warning system is used for starting early warning when the second processor receives the information of the individual graph behavior analysis module and transmitting the early warning information to a third processor.
Preferably, the system further comprises an abnormal information centralizing module, which is connected to the individual graphical behavior analysis module, the article feature identification module and the third processor, and the information centralizing module is configured to obtain the abnormal information analyzed by the individual graphical behavior analysis module through comparison and the comparison result of the article feature identification module, and transmit the abnormal information and the comparison result to the third processor.
The invention at least comprises the following beneficial effects:
according to the invention, the cabinet body is arranged at the entrance and exit of the laboratory, so that personnel entering the laboratory can enter the laboratory through the cabinet body after needing to enter the cabinet body and identify the identity of the experimenter through the identity identification system, so as to prevent non-experimenters from entering the laboratory to mistakenly move or mistakenly take experimental articles; the opening of the first door plate is controlled by an identity recognition system, and the first door plate can be opened after being recognized by the identity recognition system, so that experimenters with special magnetic cards can enter a laboratory, and idle people and the like are prevented from entering the laboratory; the person entering the cabinet body through the first door plate stands on the rotary plate, holds the handrails to rotate along with the rotary plate, and is convenient for the body of the person to be unfolded by the mode of the upper hanging type handrails, so that the identity information can be confirmed in all directions by the identity recognition system.
The condition in a shooting laboratory is monitored in real time through a real-time camera module, the actions of experimenters in the laboratory are recorded through the arranged omnibearing real-time camera module, and the recorded images are transmitted to an individual figure grabbing module in real time; every personnel in the laboratory can grab and convert the behavior characteristics of the personnel in the laboratory through the individual graph grabbing module to generate individual behavior data information which is stored in the behavior data storage module, then the individual graph behavior analysis module correspondingly analyzes the behavior data information of the current personnel in the laboratory and the previously stored behavior data information of the personnel one by one to judge whether possible abnormal behaviors exist in the individual behaviors, if the abnormal behaviors are judged to be possibly stored, the individual graph behavior analysis module transmits the result of comparative analysis to the second processor, the second processor starts early warning or informs a laboratory manager or informs the individual of the abnormal behavior to avoid continuation of the possible abnormal behaviors, thereby promoting the normative operation of the personnel in the laboratory and avoiding improper behaviors, causing damage to medicines and instruments and playing a good role in monitoring and protection.
Additional advantages, objects, and features of the invention will be set forth in part in the description which follows and in part will become apparent to those having ordinary skill in the art upon examination of the following or may be learned from practice of the invention.
Drawings
FIG. 1 is a block diagram of an intelligent laboratory monitoring alarm system based on data analysis according to the present invention;
FIG. 2 is a schematic structural view of the cabinet of the present invention;
fig. 3 is a schematic structural view of the telescopic rod of the present invention.
Detailed Description
The present invention is further described in detail below with reference to the attached drawings so that those skilled in the art can implement the invention by referring to the description text.
It will be understood that terms such as "having," "including," and "comprising," as used herein, do not preclude the presence or addition of one or more other elements or groups thereof.
As shown in fig. 1 and 2, the present invention provides an intelligent laboratory monitoring alarm system based on data analysis, which includes:
the identity recognition cabinet comprises a cabinet body and an identity recognition system arranged in the cabinet body.
The cabinet body 1 comprises a frame body 11 and a rotating assembly 2 arranged in the frame body 11, a first door panel 12 matched with a laboratory entrance is arranged at a position, close to the laboratory entrance, of the frame body 11, and a second door panel 13 is arranged on one surface, opposite to the first door panel 12, of the frame body 11; baffles 14 are arranged on the two sides and the top end of the frame body 11; the rotating assembly 2 comprises a rotating disc 21 and armrests 22, the rotating disc 21 is arranged in the middle of the frame body 11, the armrests 22 are symmetrically arranged at the top end of the frame body 11 corresponding to the rotating disc 21, and the distance between the armrests 22 is 50-75 centimeters. And
the identity recognition system is arranged in the cabinet body 1 and used for recognizing identity characteristic information of personnel, and the identity recognition system comprises a first processor for controlling the opening and closing of the first door panel 12. The figure analysis monitored control system that makes a video recording, it sets up in the laboratory, figure analysis monitored control system that makes a video recording includes:
a second processor connected to the first processor.
And the real-time camera module is connected to the second processor and is used for shooting the behavior of the personnel in the laboratory in real time.
A behavioral data storage module coupled to the second processor, the behavioral data storage module to store behavioral data information of an individual within the laboratory.
The individual graph grabbing module is connected to the real-time camera module and is used for grabbing the behavior characteristics of each person while the real-time camera module shoots images and generating individual behavior data to be transmitted to the behavior data storage module.
The individual graph behavior analysis module is connected to the behavior data storage module and the second processor, and is used for comparing and analyzing the past data information stored in the behavior data storage module with the currently stored data information to determine whether the behavior of the personnel in the laboratory is abnormal or not, and if the comparison and analysis result shows that the behavior is abnormal, sending information to the second processor; and if the comparative analysis result shows that the result is normal, continuing the comparative analysis.
In the scheme, the cabinet body 1 is arranged at the entrance and exit of the laboratory, so that a person entering the laboratory can enter the laboratory through the cabinet body 1 after entering the laboratory and identifying the identity of the experimenter through the identity identification system, so as to prevent a non-experimenter from entering the laboratory to mistakenly move or mistakenly take experimental articles; the opening of the first door panel 12 is controlled by an identity recognition system, and the first door panel 12 can be opened after being recognized by the identity recognition system, so that experimenters with special magnetic cards can enter a laboratory, and idle people and the like are prevented from entering the laboratory; the person entering the cabinet body 1 through the first door panel 12 stands on the rotary table 21, holds the handrail 22 to rotate along with the rotary table 21, and is convenient for the body of the person to be unfolded by the mode of arranging the upper hanging handrail 22, thereby being beneficial to the identity recognition system to confirm identity information in all directions.
The condition in a shooting laboratory is monitored in real time through a real-time camera module, the actions of experimenters in the laboratory are recorded through the arranged omnibearing real-time camera module, and the recorded images are transmitted to an individual figure grabbing module in real time; every personnel in the laboratory can grab and convert the behavior characteristics of the personnel in the laboratory through the individual graph grabbing module to generate individual behavior data information which is stored in the behavior data storage module, then the individual graph behavior analysis module correspondingly analyzes the behavior data information of the current personnel in the laboratory and the previously stored behavior data information of the personnel one by one to judge whether possible abnormal behaviors exist in the individual behaviors, if the abnormal behaviors are judged to be possibly stored, the individual graph behavior analysis module transmits the result of comparative analysis to the second processor, the second processor starts early warning or informs a laboratory manager or informs the individual of the abnormal behavior to avoid continuation of the possible abnormal behaviors, thereby promoting the normative operation of the personnel in the laboratory and avoiding improper behaviors, causing damage to medicines and instruments and playing a good role in monitoring and protection.
In a preferred embodiment, the armrest 22 includes a telescopic rod 23 and a holding rod 24, the telescopic rod 23 includes a first support rod 231 and a second support rod 232, the first support rod 231 is of a hollow structure, a first end of the second support rod 232 is disposed in the first support rod 231 and located below the first support rod 231, the first support rod 231 is provided with positioning holes 233 located on the same straight line, branch support rods 234 are symmetrically disposed on both sides of the first end of the first support rod 231, and under the action of no pressure, a straight line distance from one end of the branch support rod 234 away from the second support rod 232 to an axis of the second support rod 232 is 2-3 cm greater than a radius of the first support rod 231; the grip 24 is rotatably coupled to a second end of the second strut 232.
In the above solution, as shown in fig. 3, the second rod 232 is pushed upwards to separate the branch rod 234 positioned in the positioning hole 233 from the positioning hole 233 and pressed into the first rod 231, the second rod 23230-90 degrees is rotated to make the branch rod 234 not in the straight line of the positioning hole 233, the second rod 232 is pulled downwards to the positioning hole 233 with a proper height held by a hand, the second rod 232 is rotated to a position below the position of the positioning hole 233, and the second rod 232 is pushed upwards to make the branch rod 234 pressed into the first rod 231 enter the positioning hole 233, so as to complete the extension of the telescopic rod 23, the shortening operation and the extension of the telescopic rod 23 are the same, and the only difference is the upward movement and the downward movement of the second rod 232; therefore, the length of the telescopic rod 23 can be adjusted according to the height adaptability of the individual, and the operation is simple and labor-saving; the distance between the unfixed end of the branch rod 234 and the axis of the second rod 232 is 2-3 cm larger than the radius of the first rod 231, so as to ensure that the branch rod 234 is in a compressed state in the first rod 231 and extends outward for a certain fixable length when inserted into the positioning hole 233.
In a preferred embodiment, the identity recognition system includes:
the magnetic card induction module is arranged at the outer side of the laboratory entrance; the magnetic card induction module comprises:
an access information recording module connected to the first processor; the access information recording module is used for storing access information of each person who accesses the laboratory.
The magnetic card identification module is connected to the access information recording module and is used for identifying information in a magnetic card of the personnel, recording identified time information and transmitting the identified time information to the access information recording module, and identity information matched with the personnel is stored in the magnetic card.
And the first processor receives the information sent by the magnetic card identification module to control the opening of the first door panel 12.
In the scheme, a person entering a laboratory recognizes magnetic card information in the hand of the person through a magnetic card recognition module to transmit the magnetic card information to a first processor, so that the first door panel 12 is opened, the person enters the laboratory while the first door panel 12 is opened, the time information of the person is recorded and stored in an access information recording module, the access information recording module stores the time information of the person entering the laboratory in the past and can be used as a reference of the time information of the person entering the laboratory, and whether the time of the person entering the laboratory is normal is judged; when leaving the laboratory, the time information of leaving needs to be recorded through the magnetic card identification module to obtain the rule that each personnel normally get in and out of the laboratory, and the abnormal time that laboratory personnel get in and out of the laboratory is convenient to analyze.
In a preferred embodiment, the identity recognition system further includes:
a fingerprint identification module disposed on the armrest 22, the fingerprint identification module configured to identify a fingerprint of the person to determine an identity of the person, and send identity confirmation information to the first processor.
The article characteristic identification module is used for acquiring the shape, the quantity and the weight of articles except the body of the person when the person enters and exits the laboratory, generating personal entrance and exit registration data information and transmitting the personal entrance and exit registration data information to the entrance and exit information recording module; meanwhile, the data information collected in the process of access is compared, and when the comparison result is inconsistent, sound and light alarm is started.
In the scheme, a person entering the cabinet body 1 grasps the handrail 22 by a hand, so that the fingerprint of the person in the cabinet body 1 is identified through the fingerprint identification module on the handrail 22, the identity of the person is determined, non-experimenters are prevented from entering a laboratory to mistakenly move experimental articles, and confirmed information is sent to the first processor to be recorded; through article characteristic identification module gathers and gets into all article on one's body of the personnel in the cabinet body 1 to all carry out the record with shape, quantity and the weight of article, be convenient for go out the warp from the laboratory with personnel article information of gathering during the cabinet body 1 contrasts to prevent to go out personnel from the laboratory and smuggle experimental medicine or instrument secretly privately, and through audible and visual alarm's mode, in time inform the laboratory managers to handle.
In a preferred embodiment, the system further comprises a drug temperature management system, which includes:
a third processor connected to a display screen, the display screen being disposed at a laboratory administrator.
And the medicine temperature monitoring module is used for monitoring the temperature of the medicine in the laboratory, and generating a fluctuation data report of the position where the medicine is stored, the set temperature and the fluctuation temperature value when the medicine temperature fluctuates and sending the fluctuation data report to the third processor.
And the medicine monitoring and alarming module is connected to the third processor and is used for starting sound and light alarm when the third processor receives the fluctuation data report.
In the scheme, the medicine temperature monitoring module can monitor the medicine which needs to be stored at a certain temperature in the laboratory in real time, and the real-time storage temperature is the set temperature, so that the experiment failure caused by temperature abnormality is prevented, and the great loss is caused; aiming at the medicines with temperature fluctuation, the position of the medicine and the temperature to be set can be obtained within the first time of the fluctuation, and the medicine is informed to laboratory managers, so that the medicine with the problem can be quickly found, the temperature can be corrected in time, and possible loss can be reduced or avoided; in order to avoid possible negligence of laboratory managers, the medicine monitoring alarm module is used for starting an acousto-optic alarm to inform the laboratory managers, so that the optimal rescue time is prevented from being missed.
In a preferred embodiment, the image capture pattern analysis monitoring system further includes:
and the monitoring and early warning module is connected to the second processor, and the monitoring and early warning system is used for starting early warning when the second processor receives the information of the individual graph behavior analysis module and transmitting the early warning information to a third processor.
In the above scheme, the operation behavior of personnel in the laboratory is different from the past abnormal operation behavior, the second processor receives the information and sends the information to the monitoring and early warning module in the first time, and the monitoring and early warning module transmits the early warning information to the third processor after receiving the information, so that the laboratory manager can accurately judge the certainty of the behavior abnormality in time to control the continuation of the error behavior.
In a preferred embodiment, the system further includes an abnormal information centralizing module, which is connected to the individual graphical behavior analysis module, the article feature identification module and the third processor, and the information centralizing module is configured to obtain the abnormal information that is compared and analyzed by the individual graphical behavior analysis module and the comparison result of the article feature identification module, and transmit the abnormal information and the comparison result to the third processor.
In the above scheme, through the unusual action of the personnel in the laboratory of unusual information centralized module and when going out from the laboratory, the result that article characteristic identification module compares, the inconsistent information is compared to the action of laboratory personnel in the laboratory and the article of export promptly, all transmits to the third treater through unusual information centralized module to audio-visual form presents on the display screen, so that laboratory managers know the storage of unusual action and the specific content that the exception is clearly very first time, the high-efficient management of laboratory managers of being convenient for.
While embodiments of the invention have been described above, it is not limited to the applications set forth in the description and the embodiments, which are fully applicable in various fields of endeavor to which the invention pertains, and further modifications may readily be made by those skilled in the art, it being understood that the invention is not limited to the details shown and described herein without departing from the general concept defined by the appended claims and their equivalents.
Claims (7)
1. An intelligent laboratory monitoring alarm system based on data analysis, comprising:
the identity recognition cabinet comprises a cabinet body and an identity recognition system; the cabinet body comprises a frame body and a rotating assembly arranged in the frame body, a first door plate matched with a laboratory entrance is arranged at a position, close to the laboratory entrance, of the frame body, and a second door plate is arranged on one surface, opposite to the first door plate, of the frame body; baffles are arranged on the two sides and the top end of the frame body; the rotating assembly comprises a turntable and handrails, the turntable is arranged in the middle of the frame body, the handrails are symmetrically arranged at the top end of the frame body corresponding to the turntable, and the distance between the handrails is 50-75 cm; and
the identity recognition system is arranged in the cabinet body and used for recognizing identity characteristic information of personnel, and the identity recognition system comprises a first processor for controlling the opening and closing of the first door panel; the article characteristic identification module is used for acquiring the shape, the quantity and the weight of articles except the body of the person when the person enters and exits the laboratory, generating personal entrance and exit registration data information and transmitting the personal entrance and exit registration data information to the entrance and exit information recording module; meanwhile, the data information collected in the process of access is compared, and when the comparison result is inconsistent, sound and light alarm is started;
the figure analysis monitored control system that makes a video recording, it sets up in the laboratory, figure analysis monitored control system that makes a video recording includes:
a second processor;
the real-time camera module is connected to the second processor and is used for shooting the behavior of the person in a laboratory in real time;
a behavioral data storage module connected to the second processor, the behavioral data storage module for storing behavioral data information of an individual within the laboratory;
the individual graph grabbing module is connected to the real-time camera module and is used for grabbing the behavior characteristics of each person independently while the real-time camera module shoots images, generating individual behavior data and transmitting the individual behavior data to the behavior data storage module;
the individual graph behavior analysis module is connected to the behavior data storage module and the second processor, and is used for comparing and analyzing the past data information stored in the behavior data storage module with the currently stored data information to determine whether the behavior of the personnel in the laboratory is abnormal or not, and if the comparison and analysis result shows that the behavior is abnormal, sending information to the second processor; and if the comparative analysis result shows that the result is normal, continuing the comparative analysis.
2. The intelligent laboratory monitoring and alarming system based on data analysis as claimed in claim 1, wherein the armrest comprises a telescopic rod and a holding rod, the telescopic rod comprises a first supporting rod and a second supporting rod, the first supporting rod is of a hollow structure, a first end of the second supporting rod is arranged in the first supporting rod and is located below the first supporting rod, positioning holes located on the same straight line are arranged on the first supporting rod, branch supporting rods are symmetrically arranged on two sides of the first end of the first supporting rod, and under the action of no pressure, the straight line distance from one end of each branch supporting rod, far away from the second supporting rod, to the axis of the second supporting rod is 2-3 cm larger than the radius of the first supporting rod; the grip bar is rotatably connected to the second end of the second strut.
3. The intelligent laboratory monitoring alarm system based on data analysis of claim 1 wherein the identification system of identity comprises:
the magnetic card induction module is arranged at the outer side of the laboratory entrance; the magnetic card induction module comprises:
an access information recording module connected to the first processor; the access information recording module is used for storing access information of each person who accesses the laboratory;
the magnetic card identification module is connected to the access information recording module and is used for identifying information in a magnetic card of the personnel, recording identified time information and transmitting the identified time information to the access information recording module, and identity information matched with the personnel is stored in the magnetic card;
and the first processor receives the information sent by the magnetic card identification module so as to control the opening of the first door panel.
4. The intelligent laboratory monitoring alarm system based on data analysis of claim 1 wherein the identification system of identity further comprises:
the fingerprint identification module is arranged on the armrest and used for identifying the fingerprint of the person so as to determine the identity of the person and sending identity confirmation information to the first processor.
5. The intelligent laboratory monitoring alarm system based on data analysis of claim 1, further comprising a drug temperature management and control system comprising:
a third processor connected to a display screen, the display screen being disposed at a laboratory administrator;
the medicine temperature monitoring module is used for monitoring the temperature of the medicine in the laboratory, and generating a fluctuation data report of the position where the medicine is stored, the set temperature and the fluctuation temperature value which fluctuate when the medicine temperature fluctuates and sending the fluctuation data report to the third processor;
and the medicine monitoring and alarming module is connected to the third processor and is used for starting sound and light alarm when the third processor receives the fluctuation data report.
6. The intelligent laboratory monitoring and alarm system based on data analysis of claim 1 wherein said camera graphical analysis monitoring system further comprises:
and the monitoring and early warning module is connected to the second processor, and the monitoring and early warning system is used for starting early warning when the second processor receives the information of the individual graph behavior analysis module and transmitting the early warning information to a third processor.
7. The intelligent laboratory monitoring alarm system based on data analysis of claim 5, further comprising an abnormal information centralizing module connected to the individual graphical behavior analysis module, the article feature recognition module and the third processor, wherein the information centralizing module is configured to obtain the abnormal information analyzed by the individual graphical behavior analysis module through comparison and the comparison result of the article feature recognition module, and transmit the abnormal information and the comparison result to the third processor.
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| CN110648499A (en) * | 2019-07-12 | 2020-01-03 | 恒大智慧科技有限公司 | Safety early warning method for community old people and computer storage medium |
| CN111522269A (en) * | 2020-04-21 | 2020-08-11 | 腾讯科技（深圳）有限公司 | Experiment monitoring method and related device |
| CN111612667B (en) * | 2020-07-04 | 2021-04-30 | 江苏工程职业技术学院 | Management method and device for intelligent training room |
| CN113487216A (en) * | 2021-07-22 | 2021-10-08 | 广东真迪科教设备有限公司 | Laboratory dynamic management method, system and equipment based on artificial intelligence |
| CN114578746B (en) * | 2022-01-24 | 2023-07-07 | 江苏经贸职业技术学院 | Computer information safety monitoring and early warning equipment |
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